Jan-Willem Bisschop
/
EMG_filter
EMG filter. Waarden nog niet perfekt.
Revision 1:70dc835f3a37, committed 2016-10-28
- Comitter:
- janwillembisschop
- Date:
- Fri Oct 28 08:55:20 2016 +0000
- Parent:
- 0:2956e3501f8a
- Commit message:
- EMG filter met goede waarden
Changed in this revision
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/Filter2.cpp Fri Oct 28 08:55:20 2016 +0000 @@ -0,0 +1,14 @@ +#include "Filter2.h" + +double Filter2(double u, double &w1, double &w2, const double a1, const double a2, const double b0, const double b1, const double b2, const double gain) +{ + + double w = u - a1*w1 - a2*w2; + double y = gain * (b0*w + b1*w1 + b2*w2); + + w2 = w1; + w1 = w; + + return y; + +} \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/Filter2.h Fri Oct 28 08:55:20 2016 +0000 @@ -0,0 +1,3 @@ +#include "mbed.h" + +double Filter2(double u, double &w1, double &w2, const double a1, const double a2, const double b0, const double b1, const double b2, const double gain); \ No newline at end of file
--- a/FilterDesign.cpp Fri Oct 21 12:11:52 2016 +0000 +++ b/FilterDesign.cpp Fri Oct 28 08:55:20 2016 +0000 @@ -1,29 +1,47 @@ #include "FilterDesign.h" #include "Filter.h" + // Notch 50 Hz double v1_50 = 0, v2_50 = 0; - const double a1_50 = -1.52337295428, a2_50 = 0.93195385841; - const double b0_50 = 1.00000000000, b1_50 = -1.61854514929, b2_50 = 1.00000000000; - const double gain_50 = 1.00000000000; + const double a1_50 = -1.53713228931, a2_50 = 0.90250000000; + const double b0_50 = 1.00000000000, b1_50 = -1.61803398875, b2_50 = 1.00000000000; + const double gain_50 = 0.95500000000; + + // Notch 100 Hz + double v1_100 = 0, v2_100 = 0; + const double a1_100 = -0.58713228931, a2_100 = 0.90250000000; + const double b0_100 = 1.00000000000, b1_100 = -0.61803398875, b2_100 = 1.00000000000; + const double gain_100 = 0.95200000000; + // Notch 200 Hz + double v1_200 = 0, v2_200 = 0; + const double a1_200 = 1.53713228931, a2_200 = 0.90250000000; + const double b0_200 = 1.00000000000, b1_200 = 1.61803398875, b2_200 = 1.00000000000; + const double gain_200 = 0.95500000000; + + // High pass 50 Hz + double v1_HP = 0, v2_HP = 0; + const double a1_HP = -1.47413760026, a2_HP = 0.60062500000; + const double b0_HP = 1.00000000000, b1_HP = -2.00000000000, b2_HP = 1.00000000000; + const double gain_HP = 0.77000000000; + + // Low pass 0.7 Hz double v1_LP = 0, v2_LP = 0; - const double a1_LP = -1.93503824887, a2_LP = 0.93708289663; + const double a1_LP = -1.80000000000, a2_LP = 0.81000000000; const double b0_LP = 1.00000000000, b1_LP = 2.00000000000, b2_LP = 1.00000000000; - const double gain_LP = 0.000511; - - double v1_HP = 0, v2_HP = 0; - const double a1_HP = -0.76475499450, a2_HP = 0.27692273367; - const double b0_HP = 1.00000000000, b1_HP = -2.0, b2_HP = 1.00000000000; - const double gain_HP = 0.510419; + const double gain_LP = 0.0025100000000; double FilterDesign(double u) { double y_50 = Filter(u,v1_50,v2_50,a1_50,a2_50,b0_50,b1_50,b2_50,gain_50); - double y_HP = Filter(y_50,v1_HP,v2_HP,a1_HP,a2_HP,b0_HP,b1_HP,b2_HP,gain_HP); + double y_100 = Filter(y_50,v1_100,v2_100,a1_100,a2_100,b0_100,b1_100,b2_100,gain_100); + double y_200 = Filter(y_100,v1_200,v2_200,a1_200,a2_200,b0_200,b1_200,b2_200,gain_200); + double y_HP = Filter(y_200,v1_HP,v2_HP,a1_HP,a2_HP,b0_HP,b1_HP,b2_HP,gain_HP); double y_abs = fabs(y_HP); double y_LP = Filter(y_abs,v1_LP,v2_LP,a1_LP,a2_LP,b0_LP,b1_LP,b2_LP,gain_LP); - double y = 10 + y_LP; + + double y = y_LP; return y;
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/FilterDesign2.cpp Fri Oct 28 08:55:20 2016 +0000 @@ -0,0 +1,48 @@ +#include "FilterDesign2.h" +#include "Filter2.h" + + // Notch 50 Hz + double w1_50 = 0, w2_50 = 0; + const double a1_50 = -1.53713228931, a2_50 = 0.90250000000; + const double b0_50 = 1.00000000000, b1_50 = -1.61803398875, b2_50 = 1.00000000000; + const double gain_50 = 0.95500000000; + + // Notch 100 Hz + double w1_100 = 0, w2_100 = 0; + const double a1_100 = -0.58713228931, a2_100 = 0.90250000000; + const double b0_100 = 1.00000000000, b1_100 = -0.61803398875, b2_100 = 1.00000000000; + const double gain_100 = 0.95200000000; + + // Notch 200 Hz + double w1_200 = 0, w2_200 = 0; + const double a1_200 = 1.53713228931, a2_200 = 0.90250000000; + const double b0_200 = 1.00000000000, b1_200 = 1.61803398875, b2_200 = 1.00000000000; + const double gain_200 = 0.95500000000; + + // High pass 50 Hz + double w1_HP = 0, w2_HP = 0; + const double a1_HP = -1.47413760026, a2_HP = 0.60062500000; + const double b0_HP = 1.00000000000, b1_HP = -2.00000000000, b2_HP = 1.00000000000; + const double gain_HP = 0.77000000000; + + // Low pass 0.7 Hz + double w1_LP = 0, w2_LP = 0; + const double a1_LP = -1.80000000000, a2_LP = 0.81000000000; + const double b0_LP = 1.00000000000, b1_LP = 2.00000000000, b2_LP = 1.00000000000; + const double gain_LP = 0.0025100000000; + +double FilterDesign2(double u) +{ + + double y_50 = Filter2(u,w1_50,w2_50,a1_50,a2_50,b0_50,b1_50,b2_50,gain_50); + double y_100 = Filter2(y_50,w1_100,w2_100,a1_100,a2_100,b0_100,b1_100,b2_100,gain_100); + double y_200 = Filter2(y_100,w1_200,w2_200,a1_200,a2_200,b0_200,b1_200,b2_200,gain_200); + double y_HP = Filter2(y_200,w1_HP,w2_HP,a1_HP,a2_HP,b0_HP,b1_HP,b2_HP,gain_HP); + double y_abs = fabs(y_HP); + double y_LP = Filter2(y_abs,w1_LP,w2_LP,a1_LP,a2_LP,b0_LP,b1_LP,b2_LP,gain_LP); + + double y = y_LP; + + return y; + +} \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/FilterDesign2.h Fri Oct 28 08:55:20 2016 +0000 @@ -0,0 +1,3 @@ +#include "mbed.h" + +double FilterDesign2(double u); \ No newline at end of file
--- a/main.cpp Fri Oct 21 12:11:52 2016 +0000 +++ b/main.cpp Fri Oct 28 08:55:20 2016 +0000 @@ -2,28 +2,109 @@ #include "HIDScope.h" #include "Filter.h" #include "FilterDesign.h" +#include "Filter2.h" +#include "FilterDesign2.h" -AnalogIn emg(A0); +AnalogIn emg1(A0); +AnalogIn emg2(A1); Ticker sample_timer; -HIDScope scope(2); // 2 scopes +HIDScope scope(4); // 2 scopes + + +// Motor aanroepen +DigitalOut motor_1(D7); //richting (1 of 0) +PwmOut pwm_motor_1(D6); //snelheid (tussen 0 en 1?) +DigitalOut motor_2(D4); //richting (1 of 0) +PwmOut pwm_motor_2(D5); //snelheid (tussen 0 en 1?) +InterruptIn stop(SW3); //stoppen +InterruptIn turn_1(D9); //wisselen van kant (button 1) +InterruptIn turn_2(D10); //wisselen van kant (button 2) +Serial pc(USBTX, USBRX); //USB ports aanroepen +Ticker faster_slower; //Ticker voor functie om sneller en langzamer te gaan + +DigitalOut led1(D2); +DigitalOut led2(D3); + +DigitalOut led_red(LED_RED); +DigitalOut led_green(LED_GREEN); +DigitalOut led_blue(LED_BLUE); + +volatile double y1; +volatile double y2; +volatile double u1; +volatile double u2; void sample() { - double u = emg.read(); // ongefitlerd - double y = FilterDesign(u); // gefilterd + double u1 = emg1.read(); // ongefitlerd + double y1 = FilterDesign(u1); // gefilterd + double u2 = emg2.read(); // ongefitlerd + double y2 = FilterDesign2(u2); // gefilterd - scope.set(0,u); // ongefilterd naar scope 0 - scope.set(1,y); // gefilterd naar scope 1 + scope.set(0,u1); // ongefilterd emg1 naar scope 0 + scope.set(1,y1); // gefilterd emg1 naar scope 1 + scope.set(2,u2); // ongefilterd emg2 naar scope 2 + scope.set(3,y2); // gefilterd emg2 naar scope 3 scope.send(); + + /* + if (y1 > 0.05) + { + motor_1 = 1; + pwm_motor_1 = 0.6; + } + else + { + pwm_motor_1 = 0; + } + + if (y2 > 0.05) + { + motor_2 = 1; + pwm_motor_2 = 0.6; + } + else + { + pwm_motor_2 = 0; + } + */ + + if (y1 >= 0.06) + { + led_red.write(0); // aan + led_green.write(1); // uit + led_blue.write(1); // uit + } + if (y2 >= 0.09) + { + led_red.write(1); // uit + led_green.write(0); // aan + led_blue.write(1); // uit + } + if (y1 >= 0.06 & y2 >= 0.09) + { + led_red.write(1); // uit + led_green.write(1); // uit + led_blue.write(0); // aan + } + else if (y1 < 0.06 & y2 < 0.09) + { + led_red.write(1); // uit + led_green.write(1); // uit + led_blue.write(1); // uit + } + } + + int main() { - - sample_timer.attach(&sample, 0.002); // 500 Hz + pc.baud(115200); + sample_timer.attach(&sample, 0.01); // 500 Hz while(1) {} } \ No newline at end of file